taylor_polynomial module¶
Estimators of statistic for U-MDO formulation based on Taylor polynomials.
- class gemseo_umdo.estimators.taylor_polynomial.Margin(formulation)[source]
Bases:
TaylorPolynomialEstimator
Estimator of a margin, i.e. mean + factor * deviation.
- Parameters:
formulation (TaylorPolynomial) – The U-MDO formulation.
- class gemseo_umdo.estimators.taylor_polynomial.Mean(formulation)[source]
Bases:
TaylorPolynomialEstimator
Estimator of the expectation, a.k.a.
mean.
- Parameters:
formulation (TaylorPolynomial) – The U-MDO formulation.
- class gemseo_umdo.estimators.taylor_polynomial.StandardDeviation(formulation)[source]
Bases:
Variance
Estimator of the standard deviation.
- Parameters:
formulation (TaylorPolynomial) – The U-MDO formulation.
- class gemseo_umdo.estimators.taylor_polynomial.TaylorPolynomialEstimator(formulation)[source]
Bases:
BaseStatisticEstimator
Base statistic estimator for a U-MDO formulation using Taylor polynomials.
- Parameters:
formulation (TaylorPolynomial) – The U-MDO formulation.
- class gemseo_umdo.estimators.taylor_polynomial.TaylorPolynomialEstimatorFactory[source]
Bases:
BaseFactory
The factory of
TaylorPolynomialEstimator
.- Return type:
- class gemseo_umdo.estimators.taylor_polynomial.Variance(formulation)[source]
Bases:
TaylorPolynomialEstimator
Estimator of the variance.
- Parameters:
formulation (TaylorPolynomial) – The U-MDO formulation.